Reduced Seat/Hybrid (MANE6313.01R)

MANE 6313: Design of Experiments (Hybrid/Reduced Seating)
SYLLABUS
Fall 2021 Term
Course Information:
Meeting Times: T 6:00 - 7:00 pm as scheduled
Meeting Location: ENGR 1.272
Course Modality: Hybrid/Reduced Seating Course
Instructor Information:
Instructor Name: Dr. Douglas Timmer
Phone: (956) 665-2608
E-mail: douglas.timmer@utrgv.edu
Office Location: ENGR 3.258
Office Hours: M-R 10:00 - 11:00 am or by appointment
COURSE DESCRIPTION
Randomization and blocking, significance tests and confidence intervals, factorial design, applications of factorial designs, modeling building with least squares, and response surface methodologies
COURSE PREREQUISITE
MANE 2332 - Engineering Statistics or MANE 3332 - Engineering Statistics or equivalent
COVID-19 Resources
UTRGV Students are eligible to receive the COVID-19 Vaccine. Students may access and complete their vaccine profile via the UTRGV Vaccine Portal. For additional information on the COVID-19 Vaccine, please visit the UTRGV Vaccine web page.
Learning Objectives/Outcomes for MANE 6313
| Student Learning Outcome | Program Student Learning Outcomes | Major Course Requirement/Major Assignment/Examination |
|---|---|---|
| Analyze simple comparitive experiments and experiments with a single factor | 2. design, develop and evaluate engineering systems and models using technical methods and approaches, to improve business performance measures and 3. apply theories and tools in quality management to enhance performance of an organization | Homework |
| Select an appropriate experimental designs for experiments with one or more factor(s) | 2. design, develop and evaluate engineering systems and models using technical methods and approaches, to improve business performance measures and 3. apply theories and tools in quality management to enhance performance of an organization | Homework, Factorial projects, RSM project |
| Select an appropriate model for design with one or more factor(s) | 2. design, develop and evaluate engineering systems and models using technical methods and approaches, to improve business performance measures and 3. apply theories and tools in quality management to enhance performance of an organization | Homework, Factorial projects, RSM project |
| Evaluate statistical analyses of experimental designs | 2. design, develop and evaluate engineering systems and models using technical methods and approaches, to improve business performance measures and 3. apply theories and tools in quality management to enhance performance of an organization | Homework, Factorial projects, RSM project |
| Assess the model adequacy of any experimental design | 2. design, develop and evaluate engineering systems and models using technical methods and approaches, to improve business performance measures and 3. apply theories and tools in quality management to enhance performance of an organization | Homework, Factorial Projects, RSM project |
| Interpret model results | 2. design, develop and evaluate engineering systems and models using technical methods and approaches, to improve business performance measures and 3. apply theories and tools in quality management to enhance performance of an organization | Homework, Factorial Projects, RSM project |
Learning Objectives for Core Curriculum Requirements
This course does not satisfy any core curriculum requirements
TEXTBOOK, TECHNOLOGY, AND/OR RESOURCE MATERIAL
The following textbook is required for completion of Design of Experiments.
Required Textbook
The following textbook is required for this course.
Montgomery, Douglas C. (2017). Design and Analysis of Experiments, 9th edition. John Wiley & Sons.
Technology
This course will extensively use Minitab software for the design and analysis of experiments. Minitab is available at vLabs.
Grading Policies
Your performance in this course will be evaluated in the following manner:
| Component | % of Overall Grade |
|---|---|
| Homework | 25% |
| Fractional Factorial Projects | 30% |
| RSM Project | 30% |
| Participation | 15% |
Homework
There is only one method to learn and master engineering material - work problems. The best method to ensure that you excel in this course is to diligently complete all of your homework assignments. There will be representative homework problems assigned each week. Solutions will be posted in Blackboard one week after the due date of each homework assignment.
Fractional Factorial Projects
You will have two individual project assignments that are worth 30% of your overall course grade. The first project is to analyze the current operating condition of a manufacturing plant. The second project is to perform a fractional factorial design. The weighting of the two project grades will be announced during the semester.
RSM Project
In lieu of a final examination, a response surface methodology project will be completed by each student.
Participation
Embedded in the lesson materials will be various assignments such as discussion board postings.
Letter Grade Assignment
An overall course average will be calculated using the weighting scheme specified above. Your course average will be a value between 0 and 100. Your final letter grade will be assigned using the following definition.
| Course Average | Letter Grade |
|---|---|
| 90 - 100 | A |
| 80 - 89 | B |
| 70 - 79 | C |
| <70 | F |
Late Work
Descriptions of each assignment, including due dates, will be provided throughout the course. All assignments should be submitted on their due date using the provided Blackboard drop box. The course policy for late work is a 10% penalty per day for work submitted after the deadline. After one week, no credit will be given for late work. No late work will be accepted after study days. There will be cetain assignments where late work will not be accepted. This fact will clearly be stated in the apporpriate assignments.
Students who miss graded assignments will receive a grade of zero. If you are ill or have a serious problem that prevents you from submitting an assignment on the day it is due, please contact me prior to the due date and we will arrange an alternative date.
BLACKBOARD SUPPORT
If you need assistance with course technology at any time, please contact the Center for Online Learning and Teaching Technology (COLTT).
| Campus: | Brownsville | Edinburg | |
|---|---|---|---|
| Location | Casa Bella (BCASA) 613 | Education Complex (EEDUC) 2.202 | |
| Phone | 956-882-6792 | 956-665-5327 |
Toll Free: 1-866-654-4555
Office Hours: Monday - Friday, 7:30 a.m. - 6:00 p.m. Support Tickets Submit a Support Case via our Ask COLTT Portal
24/7 Blackboard Support
Need Blackboard assistance after hours? You can call our main office numbers, 956-882-6792 or 956-665-5327, to speak with a support representative.
ATTENDANCE:
Students are expected to attend all scheduled classes and may be dropped from the course for excessive absences. For a course offered remotely, students are expected to actively engage in all course activites and complete all assignments by posted deadlines. UTRGV's attendance policy excuses students from attending class if they are participating in officially sponsored university activities, such as athletics; for observance of religious holy days; or for military service. Students should contact the instructor in advance of the excused absence and ?arrange to make up missed work or examinations. Absences due to health issues, including COVID-19, will be excused with medical documentation and appropriate accomodations arranged.
Makeup Work:
Students with valid and documented excused absences will be offered makeup work. All lectures, assignments, and tests are provided within the Blackboard course webpage.
Please note the UTRGV recommendations regarding the use of recordings in courses.
The use of recordings will enable you to have access to class lectures, group discussions, etc. in the event you have to miss a synchronous or face to face class meeting due to illness or other extenuating circumstance. Our use of such technology is governed by the Federal Educational Rights and Privacy Act (FERPA), UTRGV’s acceptable-use policy, and UTRGV HOP Policy STU 02-100 Student Conduct and Discipline. A recording of class sessions will be kept and stored by UTRGV, in accordance with FERPA and UTRGV policies. Your instructor will not share the recordings of your class activities outside of course participants, which include your fellow students, teaching assistants, or graduate assistants, and any guest faculty or community-based learning partners with whom we may engage during a class session. You may not share recordings outside of this course. Doing so may result in disciplinary action under UTRGV HOP Policy STU 02-100 Student Conduct and Discipline.
ACADEMIC INTEGRITY:
Members of the UTRGV community uphold the Vaquero Honor Code’s shared values of honesty, integrity and mutual respect in our interactions and relationships. In this regard, academic integrity is fundamental in our actions, as any act of dishonesty conflicts as much with academic achievement as with the values of honesty and integrity. Violations of academic integrity include, but are not limited to: cheating, plagiarism (including self-plagiarism), and collusion; submission for credit of any work or materials that are attributable in whole or in part to another person; taking an examination for another person; any act designed to give unfair advantage to a student; or the attempt to commit such acts (Board of Regents Rules and Regulations, STU 02-100, and UTRGV Academic Integrity Guidelines). All violations of Academic Integrity will be reported to Student Rights and Responsibilities through Vaqueros Report It.
STUDENTS WITH DISABILITIES:
Students with a documented disability (physical, psychological, learning, or other disability which affects academic performance) who would like to receive reasonable academic accommodations should contact Student Accessibility Services (SAS) for additional information. In order for accommodation requests to be considered for approval, the student must apply using the mySAS portal located at www.utrgv.edu/mySAS and is responsible for providing sufficient documentation of the disability to SAS. Students are required to participate in an interactive discussion, or an intake appointment, with SAS staff. Accommodations may be requested at any time but are not retroactive, meaning they are valid once approved by SAS. Please contact SAS early in the semester/module for guidance. Students who experience a broken bone, severe injury, or undergo surgery may also be eligible for temporary accommodations.
Pregnancy, Pregnancy-related, and Parenting Accommodations
Title IX of the Education Amendments of 1972 prohibits sex discrimination, which includes discrimination based on pregnancy, marital status, or parental status. Students seeking accommodations related to pregnancy, pregnancy-related condition, or parenting (reasonably immediate postpartum period) are encouraged to apply to Student Accessibility Services using the following link: Pregnancy Accommodations Request Form https://www.utrgv.edu/pregnancy
Student Accessibility Services:
Brownsville Campus: Student Accessibility Services is located in 1.107 in the Music and Learning Center building (BMSLC) and can be contacted by phone at (956) 882-7374 or via email at ability@utrgv.edu.
Edinburg Campus: Student Accessibility Services is located in 108 University Center (EUCTR) and can be contacted by phone at (956) 665-7005 or via email at ability@utrgv.edu.
MANDATORY COURSE EVALUATION PERIOD:
Students are required to complete an ONLINE evaluation of this course, accessed through your UTRGV account (http://my.utrgv.edu); you will be contacted through email with further instructions. Students who complete their evaluations will have priority access to their grades. Online evaluations will be available on or about:
| Course Term | Evaluation Dates |
|---|---|
| Module 1 (7 weeks) | October 6-12, 2021 |
| Module 2 (7 weeks) | December 1-7, 2021 |
| Fall Regular Term 2021 | November 12 – December 1, 2021 |
SEXUAL MISCONDUCT and MANDATORY REPORTING:
In accordance with UT System regulations, your instructor is a “Responsible Employee” for reporting purposes under Title IX regulations and so must report to the Office of Institutional Equity & Diversity (OIED@utrgv.edu) any instance, occurring during a student’s time in college, of sexual misconduct, which includes sexual assault, stalking, dating violence, domestic violence, and sexual harassment, about which she/he becomes aware during this course through writing, discussion, or personal disclosure. More information can be found at www.utrgv.edu/equity, including confidential resources available on campus. The faculty and staff of UTRGV actively strive to provide a learning, working, and living environment that promotes personal integrity, civility, and mutual respect that is free from sexual misconduct, discrimination, and all forms of violence. If students, faculty, or staff would like confidential assistance, or have questions, they can contact OVAVP (Office for Victim Advocacy & Violence Prevention) at (956) 665-8287, (956) 882-8282, or OVAVP@utrgv.edu.
COURSE DROPS:
According to UTRGV policy, students may drop any class without penalty earning a grade of DR (drop) until the official drop date. Following that date, students must be assigned a letter grade and can no longer drop the class. Students considering dropping the class should be aware of the “3-peat rule” and the “6-drop” rule so they can recognize how dropped classes may affect their academic success. The 6-drop rule refers to Texas law that dictates that undergraduate students may not drop more than six courses during their undergraduate career. Courses dropped at other Texas public higher education institutions will count toward the six-course drop limit. The 3-peat rule refers to additional fees charged to students who take the same class for the third time.
STUDENT SERVICES:
Students who demonstrate financial need have a variety of options when it comes to paying for college costs, such as scholarships, grants, loans and work-study. Students should visit the Student Services Center (U Central) for additional information. U Central is located in BMAIN 1.100 (Brownsville) or ESSBL 1.145 (Edinburg) or can be reached by email (ucentral@utrgv.edu) or telephone: (888) 882-4026. In addition to financial aid, U Central can assist students with registration and admissions.
Students seeking academic help in their studies can use university resources in addition to an instructor’s office hours. University Resources include the Advising Center, Career Center, Counseling Center, Learning Center, and Writing Center. The centers provide services such as tutoring, writing help, counseling services, critical thinking, study skills, degree planning, and student employment. In addition, services such as the Food Pantry are also provided. Locations are listed below.
| Center Name | Brownsville Campus | Edinburg Campus |
|---|---|---|
| Advising Center AcademicAdvising@utrgv.edu | BMAIN 1.400 (956) 665-7120 | ESWKH 101A (956) 665-7120 |
| Career Center CareerCenter@utrgv.edu | BINAB 1.105 (956) 882-5627 | ESSBL 2.101 (956) 665-2243 |
| Counseling Center Counseling@utrgv.edu Counseling and Related Services List | BSTUN 2.10 (956) 882-3897 | EUCTR 109 (956) 665-2574 |
| Food Pantry FoodPantry@utrgv.edu | BCAVL 101 & 102 (956) 882-7126 | EUCTR 114 (956) 665-3663 |
| Learning CenterLearningCenter@utrgv.edu | BMSLC 2.118 (956) 882-8208 | ELCTR 100 (956) 665-2585 |
| Writing Center WC@utrgv.edu | BUBLB 3.206 (956) 882-7065 | ESTAC 3.119 (956) 665-2538 |
Calendar
A Typical Week
| Day of Week | Activity |
|---|---|
| Monday | Weekly Material Posted |
| Tuesday | Optional Zoom Meeting 6:00 pm |
| Wednesday | Previous Weekly Assigment(s) due |
Classroom Meeting Sessions
Classroom meetings will occur on odd-numbered weeks: August 24, September 7, September 21, October 5, October 19, November 2, November 16, and November 30.
On the even-numbered weeks, we will meet using Zoom.
Calendar of Lecture Activities
| Week | Topic | |
|---|---|---|
| 1 - August 24 | Syllabus, Blackboard, Minitab and Chapter 1 | |
| 2 - August 31 | Chapter 2 - Simple Comparitive Experiments | |
| 3 - September 7 | Chapter 3 - One-way ANOVA | |
| 4 - September 14 | Chapter 4 - Randomized Block Design, ... | |
| 5 - September 21 | Chapter 5 - Introduction to Factorial Designs | |
| 6 - September 28 | Chapter 6 - 2k Factorial Designs | |
| 7 - October 5 | Chapter 7 - Blocking and Confounding... | |
| 8 - October 12 | Chapter 8 - Fractional Factorial Designs | |
| 9 - October 19 | Chapter 10 - Fitting Regression Models | |
| 10 - October 26 | Chapter 11 - Response Surface Methodology | |
| 11 - November 2 | Chapter 11 - Mixture Designs | |
| 12 - November 9 | Chapter 14 - Split Plot Designs | |
| 13 - November 16 | Chapter 9 - 3-level Designs | |
| 14 - November 23 | Design Optimality and space filling designs | |
| 15 - November 30 | Machine Learning, Data Science and DOE | |
| 16 - December 7 | RSM Project due |
Tentative Project Assignment Dates
| Project | Assignment Date |
|---|---|
| Fractional Factorial Project 1 | September 7 |
| Fractional Factorial Project 2 | October 19 |
| RSM Project | November 2 |
Calendar of 3-2-1 Assignments
| Week | Topic(s) |
|---|---|
| 4 | Chapters 1-3 |
| 8 | Chapters 4-7 |
| 9 | Chapter 8 |
| 11 | Chapters 10-11 |
| 16 | Remainder of course materials |
Important University Dates
| Date | Event |
|---|---|
| August 24 | First day of classes |
| August 26 | Last day to add a class or register |
| September 6 | Labor Day Holiday -- No Classes |
| November 10 | Last day to drop a class or withdraw |
| November 25 - 26 | Thanksgiving Holiday - NO classes |
| December 2 | Study Day - No classes |
| December 3 - 9 | Final Exams |
| December 7 | MANE 6313 Final Exam |
| December 13 | Grades due at 3 pm |